US20170307066A1 - Method for determining timing of oil filling for a ball screw - Google Patents
Method for determining timing of oil filling for a ball screw Download PDFInfo
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- US20170307066A1 US20170307066A1 US15/644,774 US201715644774A US2017307066A1 US 20170307066 A1 US20170307066 A1 US 20170307066A1 US 201715644774 A US201715644774 A US 201715644774A US 2017307066 A1 US2017307066 A1 US 2017307066A1
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- ball screw
- oil filling
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16H—GEARING
- F16H57/00—General details of gearing
- F16H57/04—Features relating to lubrication or cooling or heating
- F16H57/048—Type of gearings to be lubricated, cooled or heated
- F16H57/0497—Screw mechanisms
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16H—GEARING
- F16H25/00—Gearings comprising primarily only cams, cam-followers and screw-and-nut mechanisms
- F16H25/18—Gearings comprising primarily only cams, cam-followers and screw-and-nut mechanisms for conveying or interconverting oscillating or reciprocating motions
- F16H25/20—Screw mechanisms
- F16H25/22—Screw mechanisms with balls, rollers, or similar members between the co-operating parts; Elements essential to the use of such members
- F16H25/2204—Screw mechanisms with balls, rollers, or similar members between the co-operating parts; Elements essential to the use of such members with balls
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16H—GEARING
- F16H57/00—General details of gearing
- F16H57/0006—Vibration-damping or noise reducing means specially adapted for gearings
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16H—GEARING
- F16H57/00—General details of gearing
- F16H57/04—Features relating to lubrication or cooling or heating
- F16H57/0405—Monitoring quality of lubricant or hydraulic fluids
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16H—GEARING
- F16H57/00—General details of gearing
- F16H57/04—Features relating to lubrication or cooling or heating
- F16H57/0408—Exchange, draining or filling of transmission lubricant
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16N—LUBRICATING
- F16N29/00—Special means in lubricating arrangements or systems providing for the indication or detection of undesired conditions; Use of devices responsive to conditions in lubricating arrangements or systems
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16N—LUBRICATING
- F16N2250/00—Measuring
- F16N2250/18—Level
Definitions
- the step 14 of calculating eigenvalues includes calculating each slope value based on every two neighboring time points and calculating the sum of the slope values within the first, second, third and fourth time periods, 31 , 32 , 33 , 34 .
- the second time period 32 is equally divided into 15 time points, one minute for each time points, and the calculated eigenvalues by calculating each slope value based on every two neighboring time points refer to the slope value between the eigenvalue at the first time point and the eigenvalue at the second time point, the slope value between the eigenvalues of the second and third time points, the slope value between the eigenvalues of the third and fourth time points . . . , and the slope value between the eigenvalues of the fourteenth and fifteenth time points.
- step 14 of calculating eigenvalues and the step 15 of determining oil filling are all the same as the first embodiment, therefore, further descriptions would be omitted.
- the step 11 of signal acquisition includes placing a detector on the ball screw to continuously acquire physical signals 23 generated during movement of the ball screw.
- the physical signals 23 are vibration signals produced when the ball screw 22 rotates at the rotation speeds of 1000, 2000, and 3000 rpm, and more particularly when the ball screw 22 rotates at a rotation speed of 1000 rpm in the first and second time periods, 2000 rpm in the third time period, and 3000 rpm in the fourth time period, respectively.
- the step 15 of determining oil filling includes determining whether the sum of the slope values within the respective time periods is smaller than a predetermined value. If the sum of the slope values within the respective time periods is smaller than the predetermined value, it means that there is no sufficient oil film, and if the sum of the slope values within the respective time periods is larger than the predetermined value, it means that there is sufficient oil film, and the predetermined value can be set as desired. As shown in FIG.
Abstract
A method for determining timing of oil filling for a ball screw can determine whether the oil film in a specific time period is sufficient, falling or insufficient, and then know the optimum timing of oil filling, by comparing the sum of the slope values within respective time periods with a predetermined value. The method is further capable of determining the timing of oil filling even when the rotation speed of the ball screw changes. The method includes a step of signal acquisition, a step of converting signal, a step of defining and saving eigenvalues, a step of calculating eigenvalues, and a step of determining oil filling.
Description
- This application is a continuation in part of U.S. patent application Ser. No. 14/179,748 which claims the benefit of the earlier filing date of Feb. 13, 2014. The entire specification of which is incorporated herein by reference.
- The present invention relates to a ball screw, and more particularly to a method for determining timing of oil filling for the ball screw.
- The ball screw comprises a nut which is movably screwed on a screw via a plurality of balls. The nut can move along the screw with little friction via the balls, and the ball screw is suitable for use on various machines requiring precision motion due to its precision and low friction properties. Therefore, lubrication of the helical raceway of the ball screw is very important, otherwise, the friction between the nut and the screw would speed up the wear of the ball screw. In this case, the timing of oil filling (feeding lubrication oil into the ball screw) becomes more important. Here follows are some conventional methods for determining the timing of oil filling.
- A method, as disclosed in JP Patent No. 2004347401, judges whether the bearing is properly lubricated by using an accelerometer to detect the vibration signal of the bearing, then convert the vibration signal into spectrum signal, and compare the converted signal to a reference value. However, a database must be set up to define the reference value, and the spectrum signal has to be analyzed and compared to the reference value. Therefore, this method is expensive and cannot be applied directly to the ball screw (especially for the ball screw and ball spline).
- Another method, as disclosed in JP Patent No. 1998-318261, judges the timing of oil filling by using a detector to detect the signal amplitude and period. However, this method did not define a specific range for the signal amplitude and period, which makes this method difficult for application. Besides, this method cannot be applied directly to the ball screw, especially for the ball screw and ball spline.
- The present invention has arisen to mitigate and/or obviate the afore-described disadvantages.
- The primary objective of the present invention is to provide a method for determining timing of oil filling for a ball screw, wherein the method can determine whether the oil film in a specific time period is sufficient, falling or insufficient, and then know the optimum timing of oil filling, by comparing the sum of the slope values within the respective time periods with a predetermined value. Hence, the method of the present invention reduces the implementation cost and makes it easy to determine the timing of oil filling.
- Another objective of the present invention is to provide a method for determining timing of oil filling for a ball screw, which is capable of determining the timing of oil filling even when the rotation speed of the ball screw changes.
- A method for determining timing of oil filling for a ball screw in accordance with the present invention comprises: a step of signal acquisition including placing a detector capable of measuring vibration on the ball screw to acquire vibration signals generated during movement of the ball screw, and saving the acquired vibration signals in a back-end storage device; a step of converting signals including converting the vibration signals into eigenvalues by using an algorithm which is stored in advance in the back-end storage device; a step of normalization being used to get rid of vibration signal difference caused by rotation speed change of the ball screw; a step of defining and saving eigenvalues including forming a curve of eigenvalue change by defining and saving relations between the eigenvalues and time points on coordinates, wherein a longitudinal axis represents eigenvalues, and a horizontal axis represents the time periods and is divided into a plurality of time periods; a step of normalization being used to get rid of vibration signal difference caused by rotation speed change of the ball screw; a step of calculating eigenvalues including calculating each slope value based on every two neighboring time points and calculating a sum of the slope values within the time periods; a step of determining oil filling including determining whether the sum of the slope values within the respective time periods is smaller than a predetermined value, when the sum of the slope values within the respective time periods is smaller than the predetermined value, there is no sufficient oil film, and if the sum of the slope values within the respective time periods is larger than the predetermined value, there is sufficient oil film; and a step of outputting oil filling signals including sending out, by the back-end storage device, the oil filling signals to PLC (Programmable Logic Controller) or a lubricating device of the ball screw to start to lubricate the ball screw, when the back-end storage device detects that there is no sufficient oil film.
- Preferably, the method for determining timing of oil filling for the ball screw further comprises a step of signal processing between the step of signal acquisition and the step of converting signals, and the step of signal processing includes processing the vibration signals produced in the step of signal acquisition so as to reduce noise contained in the vibration signals, and outputting the processed vibration signals which will be converted into the eigenvalues during the step of converting signals.
- Preferably, each of the slope values is a ratio of a variation between two neighboring eigenvalues to a time variation between two neighboring time points, there is sufficient oil film when the slope value is 0.01-0.8, the oil film is receding when the slope value is 0.005-0.01, and there is no sufficient oil film when the slope value is less than 0.005.
- Preferably, the eigenvalues are root mean square, and Envelopment root mean square.
- Preferably, the detector is disposed on a screw or a nut of the ball screw.
- Preferably, the back-end storage device is a storage device connected to back end of the detector, and capable of acquiring signals, converting signals, processing signals, determining oil filling, and outputting an oil-filling signal.
- Preferably, the back-end storage device is disposed in the detector, and capable of acquiring signals, converting signals, processing signals, determining oil filling, outputting oil-filling signals, and measuring vibration.
-
FIG. 1 is a flow chart showing the method for determining timing of oil filling for a ball screw in accordance with a first preferred embodiment of the present invention; -
FIG. 2 is a side view showing that the detector of the method for determining timing of oil filling for a ball screw in accordance with the first preferred embodiment of the present invention is disposed on the nut of a ball screw; -
FIG. 3 shows that the physical signals produced in the step of signal acquisition of the present invention are vibration signals produced by rotation of the ball screw; -
FIG. 4 shows the curve of eigenvalue change in accordance with the first embodiment of the present invention, which is set up on coordinates; -
FIG. 5 is an illustrative view in accordance with the first embodiment of the present invention, showing the oil film state within the respective time periods; -
FIG. 6 is a flow chart showing the method for determining timing of oil filling for a ball screw in accordance with a second preferred embodiment of the present invention; -
FIG. 7 is a flow chart showing the method for determining timing of oil filling for a ball screw in accordance with a third preferred embodiment of the present invention; -
FIG. 8 shows that the physical signals produced in the step of signal acquisition in accordance with the third embodiment of the present invention are vibration signals produced by rotation of the ball screw; -
FIG. 9 shows the curve of eigenvalue change in accordance with the third embodiment of the present invention, which is set up on coordinates; -
FIG. 10 is a flow chart showing the method for determining timing of oil filling for a ball screw in accordance with a fourth preferred embodiment of the present invention; -
FIG. 11 shows that the physical signals produced in the step of signal acquisition in accordance with the fourth embodiment of the present invention are vibration signals produced by rotation of the ball screw; -
FIG. 12 shows the curve of eigenvalue change in accordance with the fourth embodiment of the present invention, which is set up on coordinates; -
FIG. 13 shows an after-normalization-of-step curve of eigenvalue change in accordance with the fourth embodiment, which is formed on coordinates by defining and saving the relations between the eigenvalues and the time points; and -
FIG. 14 is a flow chart showing the method for determining timing of oil filling for a ball screw in accordance with a fifth preferred embodiment of the present invention. - The present invention will be clearer from the following description when viewed together with the accompanying drawings, which show, for purpose of illustrations only, the preferred embodiment in accordance with the present invention.
- Referring to
FIG. 1 , a method for determining timing of oil filling for a ball screw in accordance with a first preferred embodiment of the present invention comprises: astep 11 of signal acquisition, astep 12 of converting signal, astep 13 of defining and saving eigenvalues, astep 14 of calculating eigenvalues, and astep 15 of determining oil filling. - As shown in
FIGS. 2 and 3 , thestep 11 of signal acquisition includes placing adetector 21 on theball screw 22 to continuously acquire (detect)physical signals 23 generated during movement of theball screw 22. In this embodiment, thedetector 21 is disposed on thenut 221 of theball screw 22, and can also be disposed on thescrew 222. Thephysical signals 23 are vibration signals produced when theball screw 22 rotates at the rotation speed of 3000 rpm, and they can also be pressure wave signal or resistance signals produced when theball screw 22 rotates. - The
step 12 of converting signal includes converting thephysical signals 23 into eigenvalues by algorithm. In this embodiment, the eigenvalues are RMS (root mean square), Envelopment RMS, Wavelet, Fast Fourier Transform (FFT, -
- Wherein the n represents the number of data acquired, and the x represents the physical quantity of each data.
- As shown in
FIG. 4 , thestep 13 of defining and saving eigenvalues includes forming acurve 40 of eigenvalue change by defining and saving the relations between the eigenvalues and the time points oncoordinates 30, wherein the longitudinal axis represents eigenvalues, and the horizontal axis represents the time periods and is divided into a plurality of time periods. In this embodiment, the horizontal axis of thecoordinates 30 is divided by every 15 minutes into afirst time period 31, asecond time period 32, athird time period 33 and afourth time period 34. - The
step 14 of calculating eigenvalues includes calculating each slope value based on every two neighboring time points and calculating the sum of the slope values within the first, second, third and fourth time periods, 31, 32, 33, 34. For example, thesecond time period 32 is equally divided into 15 time points, one minute for each time points, and the calculated eigenvalues by calculating each slope value based on every two neighboring time points refer to the slope value between the eigenvalue at the first time point and the eigenvalue at the second time point, the slope value between the eigenvalues of the second and third time points, the slope value between the eigenvalues of the third and fourth time points . . . , and the slope value between the eigenvalues of the fourteenth and fifteenth time points. - The
step 15 of determining oil filling includes determining whether the sum of the slope values within the respective time periods is smaller than a predetermined value. If the sum of the slope values within the respective time periods is smaller than the predetermined value, it means that there is no sufficient oil film, and if the sum of the slope values within the respective time periods is larger than the predetermined value, it means that there is sufficient oil film, and the predetermined value can be set as desired. As shown inFIG. 5 , when the sum (which is 10 for instance) of the slope values within thefirst time period 31 is larger than the predetermined value (which is 0 for instance), and the sum (which is 5 for instance) of the slope values within thesecond time period 32 is larger than the predetermined value (which is 0 for instance), it means that the oil film within the ball screw is sufficient, and no oil filling is required. When the sum (which is 1 for instance) of the slope values within thethird time period 33 is larger than but close to the predetermined value (which is 0 for instance), it means that the oil film within the ball screw is sufficient, and no oil filling is required, however the level of the oil film is falling (at a low level). When the sum (which is −1 for instance) of the slope values within thefourth time period 34 is smaller than the predetermined value (which is 0 for instance), it means that the oil film within the ball screw is insufficient, and it requires oil filling, and the optimum timing of oil filling can be at the connection between the third andfourth time periods - It is to be noted that, in the
step 15 of determining oil filling, when the oil gradually becomes insufficient, the slope change of thecurve 40 of eigenvalue change will gradually slow down. In addition to the above method, the slowing down of the slope change of thecurve 40 of eigenvalue change can also be known when the predetermined value, the volume of slope change or the slope change changes from positive to negative. - What mentioned above are the steps of the first preferred embodiment of the present invention, for a better understanding of the invention, its operating advantages and the specific objects attained by its uses, reference should be had to the following descriptive matter.
- The determination of the timing of oil filling in accordance with the present invention does not require defining a threshold by setting up in advance a database, and comparing with the threshold set up by the database. The present invention can determine whether the oil film in a specific time period is sufficient, falling or insufficient, and then know the optimum timing of oil filling, by comparing the sum of the slope values within the respective time periods with a predetermined value. Hence, the method of the present invention reduces the implementation cost and makes it easy to determine the timing of oil filling.
- Referring then to
FIG. 6 , a method for determining timing of oil filling for a ball screw in accordance with a second preferred embodiment of the present invention is similar to the first embodiment, except that: the method of the second embodiment further comprises astep 16 of signal processing between thestep 11 of signal acquisition and thestep 12 of converting signal, and thestep 16 of signal processing includes processing the physical signals produced in thestep 11 of signal acquisition so as to reduce the noise contained in the physical signals, and outputting the processed physical signals which will be converted into the eigenvalues during thestep 12 of converting signal. - As shown in
FIG. 7 , a method for determining timing of oil filling for a ball screw in accordance with a third preferred embodiment of the present invention is similar to the first embodiment, except that: when the physical signals produced in thestep 11 of signal acquisition are vibration signals produced by rotation of the ball screw, and when the rotating speed of the ball screw changes, the method of the third preferred embodiment of the present invention further comprises astep 17 of normalization between thestep 12 of converting signal and thestep 13 of defining and saving eigenvalues, and thestep 17 of normalization is used to get rid of the vibration signal difference caused by the rotation speed change of the ball screw. - More specifically: the
step 11 of signal acquisition includes placing a detector on the ball screw to continuously acquirephysical signals 23 generated during movement of the ball screw. In this embodiment, as shown inFIG. 8 , thephysical signals 23 are vibration signals produced when theball screw 22 rotates at the rotation speeds of 1000, 2000, and 3000 rpm, wherein theball screw 22 rotates at a rotation speed of 1000 rpm in the first time period, 2000 rpm in the second time period, and 3000 rpm in the third time period, respectively. - The
step 12 of converting signal includes converting thephysical signals 23 into eigenvalues by algorithm. In this embodiment, the eigenvalues are RMS (root mean square), and the method of converting thephysical signals 23 into eigenvalues is same as the first embodiment, therefore further descriptions would be omitted. - The
step 17 of normalization includes get rid of the vibration signal difference caused by the rotation speed change of the ball screw. Namely, when the rotation speed changes and does not repeat itself, a rotation speed correction factor is applied to the converted eigenvalues of thestep 12, and the rotation speed correction factor is NRMS=(RMSn−RMS0)/RMS0; wherein RMSn is the current eigenvalues (for example, the RMS value after the ball screw rotates for 15 minutes), RMS0 is the initial eigenvalues. - For example, RMS0=0.9 (which is the RMS value converted from the vibration signals detected after oil is fed to the ball screw), RMSn=1.8 (which is the RMS value converted from the vibration signals detected after the ball screw rotates for a while), therefore, Nrms=(1.8-0.9)/0.9=1.
- As shown in
FIG. 9 , thestep 13 of defining and saving eigenvalues includes forming acurve 41 of eigenvalue change by defining and saving the after-normalization-of-step-17 relations between the eigenvalues and the time points oncoordinates 30, wherein the longitudinal axis represents eigenvalues, and the horizontal axis represents the time periods. - The
step 14 of calculating eigenvalues and thestep 15 of determining oil filling are all the same as the first embodiment, therefore, further descriptions would be omitted. - In addition to being capable of reducing the implementation cost and making it easy to determine the timing of oil filling without requiring defining a threshold by setting up in advance a database, and comparing with the threshold set up by the database, the method of the third embodiment is further capable of determining the timing of oil filling even when the rotation speed of the ball screw changes.
- As shown in
FIG. 10 , a method for determining timing of oil filling for a ball screw in accordance with a fourth preferred embodiment of the present invention is similar to the first embodiment, except that: when the physical signals produced in thestep 11 of signal acquisition are vibration signals produced by rotation of the ball screw, and when the rotating speed of the ball screw changes, the method of the fourth preferred embodiment of the present invention further comprises astep 17 of normalization between thestep 13 of defining and saving eigenvalues and thestep 14 of calculating eigenvalues, and thestep 17 of normalization is used to get rid of the vibration signal difference caused by the rotation speed change of the ball screw. - More specifically: the
step 11 of signal acquisition includes placing a detector on the ball screw to continuously acquirephysical signals 23 generated during movement of the ball screw. In this embodiment, as shown inFIG. 11 , thephysical signals 23 are vibration signals produced when theball screw 22 rotates at the rotation speeds of 1000, 2000, and 3000 rpm, and more particularly when theball screw 22 rotates at a rotation speed of 1000 rpm in the first and second time periods, 2000 rpm in the third time period, and 3000 rpm in the fourth time period, respectively. - The
step 12 of converting signal includes converting thephysical signals 23 into eigenvalues by algorithm. In this embodiment, the eigenvalues are RMS (root mean square), and the method of converting thephysical signals 23 into eigenvalues is same as the first embodiment, therefore further descriptions would be omitted. - As shown in
FIG. 12 , thestep 13 of defining and saving eigenvalues includes forming acurve 40 of eigenvalue change by defining and saving the relations between the eigenvalues and the time points oncoordinates 30, wherein the longitudinal axis represents eigenvalues, and the horizontal axis represents the time periods and is divided into a plurality of time periods. In this embodiment, the horizontal axis of thecoordinates 30 is divided by every 15 minutes into afirst time period 31, asecond time period 32, athird time period 33 and afourth time period 34. Thecurve 42 of eigenvalue change within the first andsecond time periods curve 43 of eigenvalue change within the first andsecond time periods curve 44 of eigenvalue change within thethird time period 33 is formed when the ball screw rotates at a speed of 3000 rpm from the 45-60 minutes. - The
step 17 of normalization includes getting rid of the vibration signal difference caused by the rotation speed change of the ball screw. Namely, when the rotation speed changes and does not repeat itself, a rotation speed correction factor is applied to the curve of eigenvalue change, so as to form acurve 45 of eigenvalues change on thecoordinates 30 after normalization, as shown inFIG. 13 . In this embodiment, the step of normalization is the same as the third embodiment, therefore, further description would be omitted. - The
step 14 of calculating eigenvalues and thestep 15 of determining oil filling are all the same as the first embodiment, therefore, further descriptions would be omitted. - In addition to being capable of reducing the implementation cost and making it easy to determine the timing of oil filling without requiring defining a threshold by setting up in advance a database, and comparing with the threshold set up by the database, the method of the third embodiment is further capable of determining the timing of oil filling even when the rotation speed of the ball screw changes.
- In addition to being capable of reducing the implementation cost and making it easy to determine the timing of oil filling without requiring defining a threshold by setting up in advance a database, and comparing with the threshold set up by the database, the method of the fourth embodiment is further capable of determining the timing of oil filling even when the rotation speed of the ball screw changes.
- Referring to
FIG. 14 , a method for determining timing of oil filling for a ball screw in accordance with a fifth preferred embodiment of the present invention comprises: astep 11 of signal acquisition, astep 16 of signal processing, astep 12 of converting signal, astep 17 of normalization, astep 13 of defining and saving eigenvalues, astep 17 of normalization, astep 14 of calculating eigenvalues, astep 15 of determining oil filling, and astep 18 of outputting oil filling signals. - The
step 11 of signal acquisition includes placing adetector 21 on theball screw 22 to continuously acquire (detect)physical signals 23 generated during movement of theball screw 22, and saving the physical signals in a back-end storage device (not shown). In this embodiment, thedetector 21 is disposed on thenut 221 of theball screw 22, and can also be disposed on thescrew 222. The physical signals 23 are vibration signals produced when theball screw 22 rotates at the rotation speed of 3000 rpm, and they can also be pressure wave signal or resistance signals produced when theball screw 22 rotates. - The
step 16 of signal processing between thestep 11 of signal acquisition and thestep 12 of converting signal, and thestep 16 of signal processing includes processing the physical signals produced in thestep 11 of signal acquisition so as to reduce the noise contained in the physical signals, and outputting the processed physical signals which will be converted into the eigenvalues during thestep 12 of converting signal. - The
step 12 of converting signal includes converting thephysical signals 23 into eigenvalues by algorithm which is stored in advance in the back-end storage device. In this embodiment, the eigenvalues are RMS (root mean square), Envelopment RMS, Wavelet, Fast Fourier Transform (FFT, -
- Wherein the n represents the number of data acquired, and the x represents the physical quantity of each data.
- The
step 17 of normalization includes getting rid of the vibration signal difference caused by the rotation speed change of the ball screw. Namely, when the rotation speed changes and does not repeat itself, a rotation speed correction factor is applied to the converted eigenvalues of thestep 12, and the rotation speed correction factor is NRMS=(RMSn−RMS0)/RMS0; wherein RMSn is the current eigenvalues (for example, the RMS value after the ball screw rotates for 15 minutes), RMS0 is the initial eigenvalues. - The
step 13 of defining and saving eigenvalues includes forming acurve 40 of eigenvalue change by defining and saving the relations between the eigenvalues and the time points oncoordinates 30, wherein the longitudinal axis represents eigenvalues, and the horizontal axis represents the time periods and is divided into a plurality of time periods. In this embodiment, the horizontal axis of thecoordinates 30 is divided by every 15 minutes into afirst time period 31, asecond time period 32, athird time period 33 and afourth time period 34. - The
step 17 of normalization includes getting rid of the vibration signal difference caused by the rotation speed change of the ball screw. Namely, when the rotation speed changes and does not repeat itself, a rotation speed correction factor is applied to the converted eigenvalues of thestep 12, and the rotation speed correction factor is NRMS=(RMSn−RMS0)/RMS0; wherein RMSn is the current eigenvalues (for example, the RMS value after the ball screw rotates for 15 minutes), RMS0 is the initial eigenvalues. - The
step 14 of calculating eigenvalues includes calculating each slope value based on every two neighboring time points and calculating the sum of the slope values within the first, second, third and fourth time periods, 31, 32, 33, 34. For example, thesecond time period 32 is equally divided into 15 time points, one minute for each time points, and the calculated eigenvalues by calculating each slope value based on every two neighboring time points refer to the slope value between the eigenvalue at the first time point and the eigenvalue at the second time point, the slope value between the eigenvalues of the second and third time points, the slope value between the eigenvalues of the third and fourth time points . . . , and the slope value between the eigenvalues of the fourteenth and fifteenth time points. Namely, each of the slope values is a ratio of a variation between two neighboring eigenvalues to a time variation between two neighboring time points. - The
step 15 of determining oil filling includes determining whether the sum of the slope values within the respective time periods is smaller than a predetermined value. If the sum of the slope values within the respective time periods is smaller than the predetermined value, it means that there is no sufficient oil film, and if the sum of the slope values within the respective time periods is larger than the predetermined value, it means that there is sufficient oil film, and the predetermined value can be set as desired. As shown inFIG. 5 , when the sum (which is 10 for instance) of the slope values within thefirst time period 31 is larger than the predetermined value (which is 0 for instance), and the sum (which is 5 for instance) of the slope values within thesecond time period 32 is larger than the predetermined value (which is 0 for instance), it means that the oil film within the ball screw is sufficient, and no oil filling is required. When the sum (which is 1 for instance) of the slope values within thethird time period 33 is larger than but close to the predetermined value (which is 0 for instance), it means that the oil film within the ball screw is sufficient, and no oil filling is required, however the level of the oil film is falling (at a low level). When the sum (which is −1 for instance) of the slope values within thefourth time period 34 is smaller than the predetermined value (which is 0 for instance), it means that the oil film within the ball screw is insufficient, and it requires oil filling, and the optimum timing of oil filling can be at the connection between the third andfourth time periods - The
step 18 of outputting oil filling signals includes sending out, by the back-end storage device, the oil filling signals to PLC (Programmable Logic Controller) or a lubricating device (not shown) of the ball screw to start to lubricate the ball screw, when the back-end storage device detects that there is no sufficient oil film. - It is to be noted that the back-end storage device is a storage device disposed in the
detector 21 or connected to a back end of thedetector 21, and capable of acquiring signals, converting signals, processing signals, determining oil filling, outputting an oil-filling signal, and measuring vibration. - While we have shown and described various embodiments in accordance with the present invention, it is clear to those skilled in the art that further embodiments may be made without departing from the scope of the present invention.
Claims (7)
1. A method for determining timing of oil filling for a ball screw comprising:
a step of signal acquisition including placing a detector capable of measuring vibration on the ball screw to acquire vibration signals generated during movement of the ball screw, and saving the acquired vibration signals in a back-end storage device;
a step of converting signals including converting the vibration signals into eigenvalues by using an algorithm which is stored in advance in the back-end storage device;
a step of normalization being used to get rid of vibration signal difference caused by rotation speed change of the ball screw;
a step of defining and saving eigenvalues including forming a curve of eigenvalue change by defining and saving relations between the eigenvalues and time points on coordinates, wherein a longitudinal axis represents eigenvalues, and a horizontal axis represents the time periods and is divided into a plurality of time periods;
a step of normalization being used to get rid of vibration signal difference caused by rotation speed change of the ball screw;
a step of calculating eigenvalues including calculating each slope value based on every two neighboring time points and calculating a sum of the slope values within the time periods;
a step of determining oil filling including determining whether the sum of the slope values within the respective time periods is smaller than a predetermined value, when the sum of the slope values within the respective time periods is smaller than the predetermined value, there is no sufficient oil film, and if the sum of the slope values within the respective time periods is larger than the predetermined value, there is sufficient oil film; and
a step of outputting oil filling signals including sending out, by the back-end storage device, the oil filling signals to a programmable logic controller or a lubricating device of the ball screw to start to lubricate the ball screw, when the back-end storage device detects that there is no sufficient oil film.
2. The method for determining timing of oil filling for the ball screw as claimed in claim 1 further comprises a step of signal processing between the step of signal acquisition and the step of converting signals, and the step of signal processing includes processing the vibration signals produced in the step of signal acquisition so as to reduce noise contained in the vibration signals, and outputting the processed vibration signals which will be converted into the eigenvalues during the step of converting signals.
3. The method for determining timing of oil filling for the ball screw as claimed in claim 1 , wherein each of the slope values is a ratio of a variation between two neighboring eigenvalues to a time variation between two neighboring time points, there is sufficient oil film when the slope value is 0.01-0.8, the oil film is receding when the slope value is 0.005-0.01, and there is no sufficient oil film when the slope value is less than 0.005.
4. The method for determining timing of oil filling for the ball screw as claimed in claim 1 , wherein the eigenvalues are root mean square, and Envelopment root mean square.
5. The method for determining timing of oil filling for the ball screw as claimed in claim 1 , wherein the detector is disposed on a screw or a nut of the ball screw.
6. The method for determining timing of oil filling for the ball screw as claimed in claim 1 , wherein the back-end storage device is a storage device connected to back end of the detector, and capable of acquiring signals, converting signals, processing signals, determining oil filling, and outputting an oil-filling signal.
7. The method for determining timing of oil filling for the ball screw as claimed in claim 1 , wherein the back-end storage device is disposed in the detector, and capable of acquiring signals, converting signals, processing signals, determining oil filling, outputting an oil-filling signal, and measuring vibration.
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US20230135223A1 (en) * | 2021-10-31 | 2023-05-04 | Hiwin Technologies Corp. | Linear transmission device with capability of real-time monitoring of amount of lubricant |
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US5285457A (en) * | 1991-04-26 | 1994-02-08 | Fanuc Ltd. | Apparatus for detecting an abnormal bearing condition of a blower utilized for gas laser equipment |
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